CMUdiaml3

    Master this deck with 20 terms through effective study methods.

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    Created by @marmae

    What is descriptive statistics?

    Summarizes and describes data characteristics.

    How do averages differ from growth rates?

    Averages provide a snapshot, while growth rates show trends over time.

    What does the central limit theorem state?

    The sum of many independent random variables is normally distributed.

    What is the implication of using normal distributions in modeling?

    It may neglect the possibility of asymmetric distributions.

    What is the purpose of a dashboard in data visualization?

    To provide an overview and facilitate decision-making.

    What distinguishes a histogram from a pie chart?

    Histograms show frequency distributions, while pie charts show proportions.

    What happens if data is manipulated?

    It can lead to misleading conclusions and poor decision-making.

    What is the role of data visualization?

    To communicate information clearly and engage users.

    What defines a normal distribution?

    It has a bell-shaped curve with specific properties regarding mean and variance.

    How does youth unemployment rate differ from total unemployment?

    The rate considers the proportion of economically active individuals out of work.

    What is the significance of the mean in statistics?

    It represents the average value of a dataset.

    What is the consequence of sampling frame errors?

    They can lead to inaccurate predictions in surveys or polls.

    What is the effect of Brexit on UK GDP according to studies?

    Estimated to decrease by 6% to 8% by 2025.

    What is the difference between mean and median?

    Mean is the average, while median is the middle value in ordered data.

    What does a boxplot represent?

    It visualizes the distribution and variability of a dataset.

    What is the purpose of using ratios in data?

    To normalize data for easier comparison.

    What is the implication of using statistics in decision-making?

    It can support or mislead based on how data is presented.

    What is the relationship between body mass index (BMI) and health?

    BMI is used to screen for weight categories that may lead to health issues.

    What is the role of the Central Limit Theorem in statistics?

    It allows for the approximation of the distribution of sample means.

    What is the difference between descriptive and inferential statistics?

    Descriptive statistics summarize data, while inferential statistics make predictions.